Average Error: 59.6 → 0.9
Time: 1.6m
Precision: 64
Internal Precision: 128
\[-\frac{1}{\frac{\pi}{4}} \cdot \log \left(\frac{e^{\frac{\pi}{4} \cdot f} + e^{-\frac{\pi}{4} \cdot f}}{e^{\frac{\pi}{4} \cdot f} - e^{-\frac{\pi}{4} \cdot f}}\right)\]
\[(\left(\frac{4}{\pi}\right) \cdot \left(\log f\right) + \left((\pi \cdot \left((\frac{7}{5760} \cdot \left({f}^{4} \cdot \left(\pi \cdot \pi\right)\right) + \left(\frac{-1}{12} \cdot \left(f \cdot f\right)\right))_*\right) + \left(\frac{-4}{\pi} \cdot \left(\log \left(\sqrt[3]{\frac{4}{\pi}}\right) + \left(\sqrt[3]{\log \left(\sqrt[3]{\frac{4}{\pi}} \cdot \sqrt[3]{\frac{4}{\pi}}\right)} \cdot \sqrt[3]{\log \left(\sqrt[3]{\frac{4}{\pi}} \cdot \sqrt[3]{\frac{4}{\pi}}\right)}\right) \cdot \sqrt[3]{\log \left(\sqrt[3]{\frac{4}{\pi}} \cdot \sqrt[3]{\frac{4}{\pi}}\right)}\right)\right))_*\right))_*\]

Error

Bits error versus f

Derivation

  1. Initial program 59.6

    \[-\frac{1}{\frac{\pi}{4}} \cdot \log \left(\frac{e^{\frac{\pi}{4} \cdot f} + e^{-\frac{\pi}{4} \cdot f}}{e^{\frac{\pi}{4} \cdot f} - e^{-\frac{\pi}{4} \cdot f}}\right)\]
  2. Initial simplification59.6

    \[\leadsto \log \left(\frac{e^{\frac{-\pi}{\frac{4}{f}}} + e^{\frac{\pi}{4} \cdot f}}{e^{\frac{\pi}{4} \cdot f} - e^{\frac{-\pi}{\frac{4}{f}}}}\right) \cdot \frac{-4}{\pi}\]
  3. Taylor expanded around 0 0.8

    \[\leadsto \log \left(\frac{e^{\frac{-\pi}{\frac{4}{f}}} + e^{\frac{\pi}{4} \cdot f}}{\color{blue}{\frac{1}{2} \cdot \left(f \cdot \pi\right) + \left(\frac{1}{192} \cdot \left({f}^{3} \cdot {\pi}^{3}\right) + \frac{1}{61440} \cdot \left({f}^{5} \cdot {\pi}^{5}\right)\right)}}\right) \cdot \frac{-4}{\pi}\]
  4. Taylor expanded around 0 0.8

    \[\leadsto \color{blue}{\left(4 \cdot \frac{\log f}{\pi} + \frac{7}{5760} \cdot \left({f}^{4} \cdot {\pi}^{3}\right)\right) - \left(4 \cdot \frac{\log \left(\frac{4}{\pi}\right)}{\pi} + \frac{1}{12} \cdot \left({f}^{2} \cdot \pi\right)\right)}\]
  5. Simplified0.9

    \[\leadsto \color{blue}{(\left(\frac{4}{\pi}\right) \cdot \left(\log f\right) + \left((\pi \cdot \left((\frac{7}{5760} \cdot \left(\left(\pi \cdot \pi\right) \cdot {f}^{4}\right) + \left(\frac{-1}{12} \cdot \left(f \cdot f\right)\right))_*\right) + \left(\left(-\frac{4}{\pi}\right) \cdot \log \left(\frac{4}{\pi}\right)\right))_*\right))_*}\]
  6. Using strategy rm
  7. Applied add-cube-cbrt0.9

    \[\leadsto (\left(\frac{4}{\pi}\right) \cdot \left(\log f\right) + \left((\pi \cdot \left((\frac{7}{5760} \cdot \left(\left(\pi \cdot \pi\right) \cdot {f}^{4}\right) + \left(\frac{-1}{12} \cdot \left(f \cdot f\right)\right))_*\right) + \left(\left(-\frac{4}{\pi}\right) \cdot \log \color{blue}{\left(\left(\sqrt[3]{\frac{4}{\pi}} \cdot \sqrt[3]{\frac{4}{\pi}}\right) \cdot \sqrt[3]{\frac{4}{\pi}}\right)}\right))_*\right))_*\]
  8. Applied log-prod0.9

    \[\leadsto (\left(\frac{4}{\pi}\right) \cdot \left(\log f\right) + \left((\pi \cdot \left((\frac{7}{5760} \cdot \left(\left(\pi \cdot \pi\right) \cdot {f}^{4}\right) + \left(\frac{-1}{12} \cdot \left(f \cdot f\right)\right))_*\right) + \left(\left(-\frac{4}{\pi}\right) \cdot \color{blue}{\left(\log \left(\sqrt[3]{\frac{4}{\pi}} \cdot \sqrt[3]{\frac{4}{\pi}}\right) + \log \left(\sqrt[3]{\frac{4}{\pi}}\right)\right)}\right))_*\right))_*\]
  9. Using strategy rm
  10. Applied add-cube-cbrt0.9

    \[\leadsto (\left(\frac{4}{\pi}\right) \cdot \left(\log f\right) + \left((\pi \cdot \left((\frac{7}{5760} \cdot \left(\left(\pi \cdot \pi\right) \cdot {f}^{4}\right) + \left(\frac{-1}{12} \cdot \left(f \cdot f\right)\right))_*\right) + \left(\left(-\frac{4}{\pi}\right) \cdot \left(\color{blue}{\left(\sqrt[3]{\log \left(\sqrt[3]{\frac{4}{\pi}} \cdot \sqrt[3]{\frac{4}{\pi}}\right)} \cdot \sqrt[3]{\log \left(\sqrt[3]{\frac{4}{\pi}} \cdot \sqrt[3]{\frac{4}{\pi}}\right)}\right) \cdot \sqrt[3]{\log \left(\sqrt[3]{\frac{4}{\pi}} \cdot \sqrt[3]{\frac{4}{\pi}}\right)}} + \log \left(\sqrt[3]{\frac{4}{\pi}}\right)\right)\right))_*\right))_*\]
  11. Final simplification0.9

    \[\leadsto (\left(\frac{4}{\pi}\right) \cdot \left(\log f\right) + \left((\pi \cdot \left((\frac{7}{5760} \cdot \left({f}^{4} \cdot \left(\pi \cdot \pi\right)\right) + \left(\frac{-1}{12} \cdot \left(f \cdot f\right)\right))_*\right) + \left(\frac{-4}{\pi} \cdot \left(\log \left(\sqrt[3]{\frac{4}{\pi}}\right) + \left(\sqrt[3]{\log \left(\sqrt[3]{\frac{4}{\pi}} \cdot \sqrt[3]{\frac{4}{\pi}}\right)} \cdot \sqrt[3]{\log \left(\sqrt[3]{\frac{4}{\pi}} \cdot \sqrt[3]{\frac{4}{\pi}}\right)}\right) \cdot \sqrt[3]{\log \left(\sqrt[3]{\frac{4}{\pi}} \cdot \sqrt[3]{\frac{4}{\pi}}\right)}\right)\right))_*\right))_*\]

Runtime

Time bar (total: 1.6m)Debug logProfile

BaselineHerbieOracleSpan%
Regimes0.90.90.10.70%
herbie shell --seed 2018353 +o rules:numerics
(FPCore (f)
  :name "VandenBroeck and Keller, Equation (20)"
  (- (* (/ 1 (/ PI 4)) (log (/ (+ (exp (* (/ PI 4) f)) (exp (- (* (/ PI 4) f)))) (- (exp (* (/ PI 4) f)) (exp (- (* (/ PI 4) f)))))))))